Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 1.548325 1.951481 2.501449 3.344174 4.682382 6.899206 11.354885
2025-08-24 1.050767 1.456299 2.104818 3.337948 6.023665 13.304473 51.800260
2025-08-31 0.796282 1.161221 1.799398 3.187794 6.995330 23.550632 775.306179
2025-09-07 0.678466 1.033176 1.704211 3.363277 9.209937 61.303506 NaN
2025-09-14 0.585478 0.917665 1.580863 3.381122 11.197661 191.311651 NaN
2025-09-21 0.509501 0.813906 1.444022 3.270627 12.606800 878.515789 NaN
2025-09-28 0.454716 0.738718 1.346013 3.217618 14.521835 NaN NaN
2025-10-05 0.432100 0.721463 1.374453 3.613030 22.502243 NaN NaN
2025-10-12 0.404800 0.689095 1.356067 3.835802 32.230779 NaN NaN
2025-10-19 0.373353 0.642665 1.288924 3.812292 39.583400 NaN NaN
2025-10-26 0.342312 0.592782 1.201276 3.642898 43.099020 NaN NaN
2025-11-02 0.323425 0.566934 1.173582 3.750860 60.509680 NaN NaN
2025-11-09 0.309093 0.549860 1.168475 3.994842 105.627503 NaN NaN
2025-11-16 0.290715 0.521346 1.124100 3.994654 150.748360 NaN NaN
2025-11-23 0.270635 0.486712 1.054833 3.801035 166.002533 NaN NaN
2025-11-30 0.260719 0.474573 1.051575 4.029490 399.577234 NaN NaN
2025-12-07 0.248177 0.454796 1.020450 4.052840 810.681274 NaN NaN
2025-12-14 0.234272 0.430425 0.970454 3.908881 1120.066323 NaN NaN
2025-12-21 0.222820 0.410964 0.933304 3.840038 2218.980533 NaN NaN
2025-12-28 0.220236 0.412685 0.965937 4.357028 NaN NaN NaN
2026-01-04 0.214504 0.406005 0.969001 4.651735 NaN NaN NaN
2026-01-11 0.205709 0.390819 0.939618 4.620518 NaN NaN NaN
2026-01-18 0.195690 0.371792 0.893912 4.396399 NaN NaN NaN